Cosmological Constraints from a Combination of Galaxy Clustering & Lensing -- II. Fisher Matrix Analysis
arXiv:1207.0004 · doi:10.1093/mnras/sts697
Abstract
We quantify the accuracy with which the cosmological parameters characterizing the energy density of matter (Ω_m), the amplitude of the power spectrum of matter fluctuations (σ_8), the energy density of neutrinos (Ω_ν) and the dark energy equation of state (w_0) can be constrained using data from large galaxy redshift surveys. We advocate a joint analysis of the abundance of galaxies, galaxy clustering, and the galaxy-galaxy weak lensing signal in order to simultaneously constrain the halo occupation statistics (i.e., galaxy bias) and the cosmological parameters of interest. We parameterize the halo occupation distribution of galaxies in terms of the conditional luminosity function and use the analytical framework of the halo model described in our companion paper (van den Bosch et al. 2012), to predict the relevant observables. By performing a Fisher matrix analysis, we show that a joint analysis of these observables, even with the precision with which they are currently measured from the Sloan Digital Sky Survey, can be used to obtain tight constraints on the cosmological parameters, fully marginalized over uncertainties in galaxy bias. We demonstrate that the cosmological constraints from such an analysis are nearly uncorrelated with the halo occupation distribution constraints, thus, minimizing the systematic impact of any imperfections in modeling the halo occupation statistics on the cosmological constraints. In fact, we demonstrate that the constraints from such an analysis are both complementary to and competitive with existing constraints on these parameters from a number of other techniques, such as cluster abundances, cosmic shear and/or baryon acoustic oscillations, thus paving the way to test the concordance cosmological model.
22 pages, 17 figures, to be submitted to MNRAS
References in corpus (14)
- Wilkinson Microwave Anisotropy Probe (WMAP) Three Year Results: Implications for Cosmology
- Improved Cosmological Constraints from New, Old and Combined Supernova Datasets
- Measuring the Baryon Acoustic Oscillation scale using the SDSS and 2dFGRS
- Concentration, Spin and Shape of Dark Matter Haloes as a Function of the Cosmological Model: WMAP1, WMAP3 and WMAP5 results
- Use and Abuse of the Fisher Information Matrix in the Assessment of Gravitational-Wave Parameter-Estimation Prospects
- Galaxy Evolution from Halo Occupation Distribution Modeling of DEEP2 and SDSS Galaxy Clustering
- Galaxy Groups in the SDSS DR4: II. halo occupation statistics
- Towards a Concordant Model of Halo Occupation Statistics
- COSMOS: 3D weak lensing and the growth of structure
- SDSS Galaxy Clustering: Luminosity & Colour Dependence and Stochasticity
- Cross-correlation Weak Lensing of SDSS Galaxy Clusters III: Mass-to-light Ratios
- Neutrino Mass, Dark Energy, and the Linear Growth Factor
- Satellite Kinematics I: A New Method to Constrain the Halo Mass-Luminosity Relation of Central Galaxies
- How covariant is the galaxy luminosity function?
Cited by in corpus (52)
- Cosmological parameter constraints from galaxy-galaxy lensing and galaxy clustering with the SDSS DR7
- DESI and other dark energy experiments in the era of neutrino mass measurements
- The first-year shear catalog of the Subaru Hyper Suprime-Cam SSP Survey
- Lensing is Low: Cosmology, Galaxy Formation, or New Physics?
- Galaxy Assembly Bias: A Significant Source of Systematic Error in the Galaxy-Halo Relationship
- The Dark Side of Galaxy Color
- DEMNUni: The clustering of large-scale structures in the presence of massive neutrinos
- Introducing Decorated HODs: modeling assembly bias in the galaxy-halo connection
- Galaxy alignments: Theory, modelling and simulations
- Cosmology with massive neutrinos I: towards a realistic modeling of the relation between matter, haloes and galaxies
- The Weak Lensing Signal and the Clustering of BOSS Galaxies II: Astrophysical and Cosmological Constraints
- Beyond Halo Mass: Galactic Conformity as a Smoking Gun of Central Galaxy Assembly Bias
- The Dark Side of Galaxy Color: evidence from new SDSS measurements of galaxy clustering and lensing
- SHAM Beyond Clustering: New Tests of Galaxy-Halo Abundance Matching with Galaxy Groups
- Constraints on Assembly Bias from Galaxy Clustering
- The Weak Lensing Signal and the Clustering of BOSS Galaxies I: Measurements
- Luminous Red Galaxies in Clusters: Central Occupation, Spatial Distributions, and Mis-centering
- The halo model for cosmology: a pedagogical review
- Five-percent measurements of the growth rate from simulation-based modelling of redshift-space clustering in BOSS LOWZ
- Emulating galaxy clustering and galaxy-galaxy lensing into the deeply nonlinear regime: methodology, information, and forecasts
- The Scale-Dependence of Halo Assembly Bias
- KiDS-1000: Combined halo-model cosmology constraints from galaxy abundance, galaxy clustering and galaxy-galaxy lensing
- Approximate Bayesian Computation in Large Scale Structure: constraining the galaxy-halo connection
- Exploring the squeezed three-point galaxy correlation function with generalized halo occupation distribution models
- Forecast for FAST: from Galaxies Survey to Intensity Mapping
- Testing gravity on large scales by combining weak lensing with galaxy clustering using CFHTLenS and BOSS CMASS
- The Immitigable Nature of Assembly Bias: The Impact of Halo Definition on Assembly Bias
- A Hybrid Deep Learning Approach to Cosmological Constraints From Galaxy Redshift Surveys
- New perspectives on the BOSS small-scale lensing discrepancy for the Planck CDM Cosmology
- Galaxy-galaxy weak-lensing measurement from SDSS: II. host halo properties of galaxy groups
- The Incomplete Conditional Stellar Mass Function: Unveiling the Stellar Mass Functions of Galaxies at 0.1 < Z < 0.8 from BOSS Observations
- High Redshift Standard Candles: Predicted Cosmological Constraints
- Stochastic bias of colour-selected BAO tracers by joint clustering-weak lensing analysis
- How are galaxies assigned to halos? Searching for assembly bias in the SDSS galaxy clustering
- Mapping the real space distributions of galaxies in SDSS DR7: I. Two Point Correlation Functions
- The MillenniumTNG Project: Inferring cosmology from galaxy clustering with accelerated N-body scaling and subhalo abundance matching
- Halo assembly bias from Separate Universe simulations
- ZOMG II: Does the halo assembly history influence central galaxies and gas accretion?
- Impacts of satellite galaxies on the redshift-space distortions
- Cosmological dependence of the measurements of luminosity function, projected clustering and galaxy-galaxy lensing signal
- Describing galaxy weak lensing measurements from tenths to tens of Mpc and up to z~0.6 with a single model
- An Analytic Hybrid Halo + Perturbation Theory Model for Small-scale Correlators: Baryons, Halos, and Galaxies
- Using member galaxy luminosities as halo mass proxies of galaxy groups
- Generating mock galaxy catalogues for flux-limited samples like the DESI Bright Galaxy Survey
- The halo model with beyond-linear halo bias: unbiasing cosmological constraints from galaxy-galaxy lensing and clustering
- Galaxy Clustering in the Mira-Titan Universe I: Emulators for the redshift space galaxy correlation function and galaxy-galaxy lensing
- The Subaru HSC weak lensing mass-observable scaling relations of spectroscopic galaxy groups from the GAMA survey
- The effect of finite halo size on the clustering of neutral hydrogen
- The Galaxy Halo Connection in Modified Gravity Cosmologies: Environment Dependence of Galaxy Luminosity function
- Cosmological constraints from galaxy clustering and galaxy-galaxy lensing with extended SubHalo Abundance Matching
- Exploiting Non-linear Scales in Galaxy-Galaxy Lensing and Galaxy Clustering: A Forecast for the Dark Energy Survey
- One Galaxy Sample to Rule Them All: Halo Occupation Distribution Modeling of DES Year 3 Source Galaxies